https://developer.apple.com/documentation/arkit/arpointcloud
https://developer.apple.com/documentation/arkit/arframe/rawfeaturepoints
The point cloud (collection of points/features) main intention is a debug visualization to what the underlying tracking algorithm processes and is not designed for additional algorithms on top of that. But, we are utilizing information contained in the points/features collected by ARKit.
Currently, the range of rawfeaturepoints is limited to about 10 meter from the device.
We see a great chance if the range is unlock. The global localization will be more robust and accurate.
ARPointCloud - Apple ARKit - FindSurface
YouTube SIdQRiLj2jY
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Recently, questions about ARKit/visionOS seem to be being asked in the Apple forum by internal Apple engineers. Inexperienced and untested makeshift features are being offered, putting average but experienced developers in a difficult position. They are unable to react and get something useful from the posts. Apple needs to review the situation.
Topic:
Spatial Computing
SubTopic:
ARKit